Overview

Dataset Statistics

Number of Variables 5
Number of Rows 118
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 29.0 KB
Average Row Size in Memory 251.4 B
Variable Types
  • Categorical: 3
  • Numerical: 2

Dataset Insights

Rating is skewed Skewed
Cost_for_Two (₹) is skewed Skewed
Shop_Name has a high cardinality: 115 distinct values High Cardinality
Cuisine has a high cardinality: 79 distinct values High Cardinality
Location has a high cardinality: 65 distinct values High Cardinality

Variables

Shop_Name

categorical

Approximate Distinct Count 115
Approximate Unique (%) 97.5%
Missing 0
Missing (%) 0.0%
Memory Size 9.3 KB

Length

Mean 15.6949
Standard Deviation 7.4645
Median 15
Minimum 3
Maximum 52

Sample

1st row Kanti Sweets
2nd row Mumbai Tiffin
3rd row Sri Krishna sagar
4th row Al Daaz
5th row Beijing Bites

Letter

Count 1634
Lowercase Letter 1252
Space Separator 188
Uppercase Letter 382
Dash Punctuation 5
Decimal Number 12
  • The largest value (biryani) is over 1.83 times larger than the second largest value (donne)

Cuisine

categorical

Approximate Distinct Count 79
Approximate Unique (%) 67.0%
Missing 0
Missing (%) 0.0%
Memory Size 10.6 KB
  • The largest value (North Indian) is over 2.4 times larger than the second largest value (Desserts)

Length

Mean 27.2119
Standard Deviation 24.357
Median 19
Minimum 6
Maximum 174

Sample

1st row Sweets
2nd row North Indian, Home...
3rd row South Indian, Nort...
4th row American, Arabian,...
5th row Chinese, Thai

Letter

Count 2678
Lowercase Letter 2240
Space Separator 318
Uppercase Letter 438
Dash Punctuation 2
Decimal Number 0
  • The largest value (indian) is over 1.72 times larger than the second largest value (north)

Location

categorical

Approximate Distinct Count 65
Approximate Unique (%) 55.1%
Missing 0
Missing (%) 0.0%
Memory Size 9.8 KB

Length

Mean 20.4322
Standard Deviation 9.2602
Median 22
Minimum 8
Maximum 65

Sample

1st row Koramangala, Koram...
2nd row Sector 5, HSR
3rd row 6th Block, Koraman...
4th row HSR, HSR
5th row 5th Block, Koraman...

Letter

Count 1975
Lowercase Letter 1532
Space Separator 241
Uppercase Letter 443
Dash Punctuation 0
Decimal Number 68
  • The largest value (koramangala) is over 1.56 times larger than the second largest value (btm)

Rating

numerical

Approximate Distinct Count 13
Approximate Unique (%) 11.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.8 KB
Mean 4.0619
Minimum 0
Maximum 4.8
Zeros 1
Zeros (%) 0.8%
Negatives 0
Negatives (%) 0.0%
  • Rating is skewed left (γ1 = -7.1197)

Quantile Statistics

Minimum 0
5-th Percentile 3.7
Q1 4
Median 4.1
Q3 4.3
95-th Percentile 4.4
Maximum 4.8
Range 4.8
IQR 0.3

Descriptive Statistics

Mean 4.0619
Standard Deviation 0.4308
Variance 0.1856
Sum 479.3
Skewness -7.1197
Kurtosis 65.3105
Coefficient of Variation 0.1061
  • Rating is not normally distributed (p-value 8.650149765687933e-13)
  • Rating has 2 outliers

Cost_for_Two (₹)

numerical

Approximate Distinct Count 30
Approximate Unique (%) 25.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.8 KB
Mean 321.0085
Minimum 100
Maximum 800
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cost_for_Two (₹) is skewed right (γ1 = 0.7167)

Quantile Statistics

Minimum 100
5-th Percentile 131.7
Q1 204.75
Median 300
Q3 400
95-th Percentile 600
Maximum 800
Range 700
IQR 195.25

Descriptive Statistics

Mean 321.0085
Standard Deviation 137.2868
Variance 18847.6666
Sum 37879
Skewness 0.7167
Kurtosis 0.2977
Coefficient of Variation 0.4277
  • Cost_for_Two (₹) is not normally distributed (p-value 2.385550250365462e-07)
  • Cost_for_Two (₹) has 1 outliers

Interactions

Correlations

Missing Values